Xi Zhang

Regional self-attention for layout-to-image diffusion: resolving overlap, scale, and semantic misalignment

The Regional Self-Attention Mechanism is proposed, which strictly confines the self-attention operation to the independent regions defined by the target bounding boxes, enabling the model to generate specific-category targets in a targeted manner during the denoising process.